Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 3.687052 4.100624 4.550015 5.075992 5.676475 6.342668 7.140494
2025-05-25 3.007106 3.540220 4.160568 4.940779 5.902860 7.059469 8.568901
2025-06-01 2.607280 3.198889 3.922744 4.883498 6.140128 7.748797 9.998123
2025-06-08 2.331274 2.955587 3.750776 4.853472 6.367830 8.411814 11.444627
2025-06-15 2.193680 2.863831 3.748831 5.026108 6.861217 9.464591 13.553662
2025-06-22 2.016951 2.696968 3.622116 5.002523 7.062782 10.112814 15.146869
2025-06-29 1.860350 2.540216 3.489653 4.948780 7.202252 10.670089 16.661713
2025-07-06 1.668643 2.316402 3.239927 4.693141 7.000235 10.664555 17.239739
2025-07-13 1.577822 2.229993 3.181053 4.716967 7.231127 11.368327 19.117989
2025-07-20 1.514757 2.178586 3.168257 4.807962 7.574989 12.293466 21.527926
2025-07-27 1.461180 2.136606 3.164947 4.911071 7.945834 13.304523 24.258194
2025-08-03 1.404339 2.084861 3.141169 4.976054 8.254164 14.236367 26.984542
2025-08-10 1.343570 2.024352 3.101234 5.014291 8.526976 15.152848 29.884104
2025-08-17 1.251934 1.908483 2.962746 4.869499 8.448706 15.384026 31.350567
2025-08-24 1.185080 1.828458 2.877709 4.811061 8.524886 15.927985 33.617467
2025-08-31 1.129169 1.762823 2.812041 4.781166 8.651375 16.588486 36.283009
2025-09-07 1.111421 1.759715 2.852930 4.950637 9.190161 18.193510 41.608257
2025-09-14 1.063760 1.702547 2.794961 4.927461 9.332153 18.947151 44.908633
2025-09-21 1.015187 1.640929 2.724896 4.874678 9.405620 19.553865 47.944934
2025-09-28 0.940918 1.530514 2.560318 4.623593 9.029342 19.063709 47.798115
2025-10-05 0.911072 1.497083 2.534311 4.646996 9.255053 20.041761 52.144113
2025-10-12 0.892076 1.481876 2.540797 4.736373 9.636961 21.458146 58.176642
2025-10-19 0.875544 1.470100 2.552745 4.837643 10.056999 23.035837 65.159635